Artificial intelligence, models, tools and their consequences.

AI

GPT-6 Astra: OpenAI's new model, and the benchmark row nobody's mentioning in the press release

OpenAI has shipped GPT-6 Astra with headline-grabbing benchmark scores, but a look at the small print - and a sceptical Hacker News crowd - suggests the comparisons doing the AGI talk aren't quite apples-to-apples.

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AI

sapientinc/PRAXIST is racking up GitHub stars fast — but the README barely explains what it does

An 'autonomous research system' has gone from nothing to 6,000-plus GitHub stars in under a fortnight, yet the documentation trails off mid-sentence and nobody's checked whether it actually works.

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AI

Anthropic splits its new flagship model in two — and only one version is for you

Claude Fable 5.1 is cheaper and generally available; its sibling Mythos 5.1, with fewer safety brakes, is locked behind vetting that most people will never see.

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AI

Ai2's BenchMIRT tool claims benchmarks don't measure what you think — should you believe it?

A new statistical tool from the Allen Institute for AI says popular LLM benchmarks quietly mix up different skills into one score — but the checking is being done by the people who built the method.

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AI

New robot hand promises 'zero fine-tuning' sim-to-real control - but the paper hasn't been checked yet

A research team has released the full design and simulator for a cable-driven robotic hand, claiming policies trained purely in software work on the real thing without adjustment - a bold claim that, for now, rests entirely on a preprint.

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AI

Nvidia 'agrees' to buy Hugging Face? Not quite - it's just talks, for now

Headlines say Nvidia has snapped up the open-source AI hub for $13 billion, but the actual reporting says the deal isn't done yet.

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AI

DeepSeek's 'Harness' repo has 189,000 GitHub stars - but what does it actually do?

A TypeScript project from the DeepSeek stable has rocketed up GitHub's charts in under a fortnight, though the details of what it does, and whether the numbers mean what they seem to, remain thin on the ground.

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AI

DeepSeek's 'Harness' repo hits 182,000 stars — but nobody's saying what it actually does

A TypeScript project from DeepSeek's GitHub org has rocketed to six-figure star counts in under a fortnight, yet the actual pitch amounts to a tagline and a folder full of AI agent scaffolding.

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AI

DeepSeek's new 'harness' has 169,000 GitHub stars — but nobody's checked if it's any good

A TypeScript project from DeepSeek's GitHub org has rocketed up the charts, but the numbers tell you more about hype than about whether the thing actually works.

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AI

OpenRouter, the AI model marketplace, is being folded into Stripe

The company that lets developers shop between hundreds of AI models says nothing will change for users – but the reported price tag and the motive behind the deal are worth a second look.

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AI

Qwen 3.8 27B is genuinely impressive - if you can stop it thinking for 21 minutes

Alibaba's latest small local model produces some of the best output yet seen from a laptop-sized LLM, but only after it's finished agonising over the question.

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AI

Gemini 3.7 Flash arrives with benchmarks Google graded itself — and a price that doubles in January

Google shipped a new "workhorse" model three weeks after the last one. The coding numbers are all first-party, the launch price is introductory, and UK users cannot reach it in the Gemini app at all yet.

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AI

ChatGPT ads arrive in the UK, seven months after OpenAI said it would only be testing

Sponsored results reached British users on 11 August. They appear on the Free and Go tiers, they are chosen from what you type, and paying more is the only way to switch them off.

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AI

Nevari's new AI sales agent comes with a human attached - and that is the story

Kassper puts a person on every plan. Two years ago the AI SDR category sold itself on removing exactly that, and the retreat says more about the market than the launch does.

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AI

Aleph puts $6m into a studio that wants to launch "dozens" of AI-native SaaS firms this year

Inevitable AI Group has raised a $6m pre-seed to mass-produce software companies. The plan is striking, the budget per venture is thin, and one figure in the announcement does not match the record.

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